Triple

T11189769

Position	Surface form	Disambiguated ID	Type / Status
Subject	Nihilistic Software	`E264765`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Call of Duty: Black Ops – Declassified Call of Duty: Black Ops – Declassified is a first-person shooter game in the Call of Duty franchise developed for the PlayStation Vita, known for its portable adaptation of the Black Ops subseries.	`E910724`	NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: Call of Duty: Black Ops – Declassified | Statement: [Nihilistic Software, notableWork, Call of Duty: Black Ops – Declassified]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Call of Duty: Black Ops – Declassified
Context triple: [Nihilistic Software, notableWork, Call of Duty: Black Ops – Declassified]

A. Call of Duty: Black Ops
Call of Duty: Black Ops is a first-person shooter video game set during the Cold War that follows covert black operations and espionage through a cinematic single-player campaign and competitive multiplayer modes.
B. Call of Duty: Black Ops III
Call of Duty: Black Ops III is a futuristic first-person shooter video game in the Call of Duty series, featuring a campaign, competitive multiplayer, and cooperative Zombies mode.
C. Call of Duty: Black Ops II
Call of Duty: Black Ops II is a futuristic first-person shooter video game known for its branching campaign storyline, competitive multiplayer, and expanded Zombies mode within the Call of Duty franchise.
D. Call of Duty: Black Ops 4
Call of Duty: Black Ops 4 is a 2018 first-person shooter video game in the Call of Duty franchise, known for its multiplayer focus, Zombies mode, and the Blackout battle royale experience.
E. Call of Duty: Ghosts
Call of Duty: Ghosts is a first-person shooter video game in the Call of Duty franchise, set in a near-future world devastated by war and featuring a new storyline, characters, and multiplayer innovations.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: Call of Duty: Black Ops – Declassified
Triple: [Nihilistic Software, notableWork, Call of Duty: Black Ops – Declassified]

Generated description

Call of Duty: Black Ops – Declassified is a first-person shooter game in the Call of Duty franchise developed for the PlayStation Vita, known for its portable adaptation of the Black Ops subseries.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Call of Duty: Black Ops – Declassified
Target entity description: Call of Duty: Black Ops – Declassified is a first-person shooter game in the Call of Duty franchise developed for the PlayStation Vita, known for its portable adaptation of the Black Ops subseries.

A. Call of Duty: Black Ops
Call of Duty: Black Ops is a first-person shooter video game set during the Cold War that follows covert black operations and espionage through a cinematic single-player campaign and competitive multiplayer modes.
B. Call of Duty: Black Ops III
Call of Duty: Black Ops III is a futuristic first-person shooter video game in the Call of Duty series, featuring a campaign, competitive multiplayer, and cooperative Zombies mode.
C. Call of Duty: Black Ops II
Call of Duty: Black Ops II is a futuristic first-person shooter video game known for its branching campaign storyline, competitive multiplayer, and expanded Zombies mode within the Call of Duty franchise.
D. Call of Duty: Black Ops 4
Call of Duty: Black Ops 4 is a 2018 first-person shooter video game in the Call of Duty franchise, known for its multiplayer focus, Zombies mode, and the Blackout battle royale experience.
E. Call of Duty: Ghosts
Call of Duty: Ghosts is a first-person shooter video game in the Call of Duty franchise, set in a near-future world devastated by war and featuring a new storyline, characters, and multiplayer innovations.
F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69d6aa9eb9248190b20211772621b4bc`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e8af18e4819091811bca657c9cb0`	completed	April 9, 2026, 5:58 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e483ec6ca8819082713a278c987756`	completed	April 19, 2026, 7:27 a.m.
NEDg	Description generation	`batch_69e48788be688190a109ccb8281d3dc9`	completed	April 19, 2026, 7:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69e4890c12388190838d350207492c9e`	completed	April 19, 2026, 7:49 a.m.

Created at: April 8, 2026, 9:29 p.m.